| 1-bit stochastic gradient descent and its application to data-parallel distributed training of speech DNNs. F Seide, H Fu, J Droppo, G Li, D Yu Interspeech 2014, 1058-1062, 2014 | 1114 | 2014 |
| The Microsoft 2017 conversational speech recognition system W Xiong, L Wu, F Alleva, J Droppo, X Huang, A Stolcke 2018 IEEE international conference on acoustics, speech and signal …, 2018 | 962 | 2018 |
| Achieving human parity in conversational speech recognition W Xiong, J Droppo, X Huang, F Seide, M Seltzer, A Stolcke, D Yu, ... arXiv preprint arXiv:1610.05256, 2016 | 719 | 2016 |
| An introduction to computational networks and the computational network toolkit D Yu, A Eversole, M Seltzer, K Yao, Z Huang, B Guenter, O Kuchaiev, ... Microsoft Technical Report MSR-TR-2014–112, 2014 | 475 | 2014 |
| Multi-task learning in deep neural networks for improved phoneme recognition ML Seltzer, J Droppo 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 290 | 2013 |
| Method and apparatus for multi-sensory speech enhancement Z Liu, MJ Sinclair, A Acero, XD Huang, JG Droppo, L Deng, Z Zhang, ... US Patent 7,447,630, 2008 | 284* | 2008 |
| Toward human parity in conversational speech recognition W Xiong, J Droppo, X Huang, F Seide, ML Seltzer, A Stolcke, D Yu, ... IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (12 …, 2017 | 256 | 2017 |
| Dynamic compensation of HMM variances using the feature enhancement uncertainty computed from a parametric model of speech distortion L Deng, J Droppo, A Acero IEEE Transactions on Speech and Audio Processing 13 (3), 412-421, 2005 | 214 | 2005 |
| High-performance robust speech recognition using stereo training data L Deng, A Acero, L Jiang, J Droppo, X Huang 2001 IEEE International Conference on Acoustics, Speech, and Signal …, 2001 | 196 | 2001 |
| Uncertainty decoding with SPLICE for noise robust speech recognition J Droppo, A Acero, L Deng 2002 IEEE International Conference on Acoustics, Speech, and Signal …, 2002 | 194 | 2002 |
| Evaluation of the SPLICE algorithm on the Aurora2 database. J Droppo, L Deng, A Acero INTERSPEECH 1, 217-220, 2001 | 180 | 2001 |
| Including the category of environmental noise when processing speech signals JG Droppo, A Acero, L Deng US Patent 6,959,276, 2005 | 161 | 2005 |
| Enhancement of log mel power spectra of speech using a phase-sensitive model of the acoustic environment and sequential estimation of the corrupting noise L Deng, J Droppo, A Acero IEEE Transactions on Speech and Audio Processing 12 (2), 133-143, 2004 | 146 | 2004 |
| Recursive estimation of nonstationary noise using iterative stochastic approximation for robust speech recognition L Deng, J Droppo, A Acero IEEE Transactions on Speech and Audio Processing 11 (6), 568-580, 2003 | 139 | 2003 |
| Advances in all-neural speech recognition G Zweig, C Yu, J Droppo, A Stolcke 2017 IEEE international conference on acoustics, speech and signal …, 2017 | 129 | 2017 |
| Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention. D Yu, W Xiong, J Droppo, A Stolcke, G Ye, J Li, G Zweig Interspeech, 17-21, 2016 | 117 | 2016 |
| Improving speech recognition in reverberation using a room-aware deep neural network and multi-task learning R Giri, ML Seltzer, J Droppo, D Yu 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 116 | 2015 |
| Deep neural networks for single-channel multi-talker speech recognition C Weng, D Yu, ML Seltzer, J Droppo IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (10 …, 2015 | 115 | 2015 |
| Modeling mobile network performance DC Padfield, M Zadeh-Koochak, HJ Thomas, W Featherstone US Patent 10,117,142, 2018 | 114* | 2018 |
| A minimum-mean-square-error noise reduction algorithm on mel-frequency cepstra for robust speech recognition D Yu, L Deng, J Droppo, J Wu, Y Gong, A Acero 2008 IEEE international conference on acoustics, speech and signal …, 2008 | 113 | 2008 |
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